ERROR 401

The very word ‘secrecy’ is repugnant in a free and open society;

Small fringe minority here, holding unacceptable views

#bitcoin and Multi-polar world

[Parody Jeff @Parodyjeffx]

The UK was over 95% White up until the 90s.

That is until a Jewish woman called Barbara Roche became Minister of State for Asylum and Immigration under Tony Blair and opened the gates of hell on the British population.

I wonder how many British citizens know this.

[ViroLIEgy @ViroLIEgy]

On October 28, 1994, Dr. Robert Wilner went on live television and injected himself with the blood of an HIV-positive man. He repeated the demonstration on multiple occasions and never tested HIV-positive. He was a man of conviction who bravely stood up to the HIV/AIDS fraud.

[Memes @Basedgoymemes]

Chinese girl talks about her college experience in Canada. Half the classmates were Indians and she couldn't handle the smell.

[Ian Miles Cheong @ianmiles]

"I want my money, my free house and English woman. It's my dream. If everyone can have that, we want it."

Mass migration must be stopped, and millions must go back.

[CryptoFace @RealCryptoFace]

This time it is kind of different tho... right?

[Ryan Gerritsen🇨🇦🇳🇱 @ryangerritsen]

Canadian media let this go when Trudeau said this on live TV.
He not only called a group of people he never knew misogynists & racist, he said that unvaccinated people took up space, and should we tolerate them.
That is hate.
And It left many unvaccinated people wondering what he was going to do with them.
Never forget what this vile scum did.

[MJTruthUltra @MJTruthUltra]

My God… this is horrific 💔

🚨 Sister Recounts Horrifying Moment her Brother Wept as he was being prepped to have his Organs Harvested

Donna Rhorer— “TJ was crying on the operating table, his eyes were tracking me and they told me it was just reflexes— then during the heart cath, he was thrashing and crying, grabbing the doctors hands to stop him”… as they were preparing to harvest his organs after he had been FALSELY declared brain-dead.

TJ, who survived was present in the audience crying uncontrollably…

https://t.co/n3BEvxMk0E

[Vivek Sen @Vivek4real_]

WARREN BUFFETT EXPLAINING WHY HE BELIEVES STOCKS ARE A BETTER INVESTMENT THAN REAL ESTATE...

I COME BACK TO THIS VIDEO OFTEN.

[Ram Singh Verma @RamSingh_369]

Don't waste 2 years learning to build LLMs like Claude & ChatGPT.

Stanford just dropped a 2 hour 34 min course on how to build LLMs from scratch.

• 00:00 - LLM tokenization
• 25:44 - how LLMs decode user prompts
• 35:40 - training pipeline of LLMs
• 1:16:47 - LLM architecture from scratch

Anthropic pays $750,000/year to engineers who understand this exact knowledge of LLMs.

Bookmark this & give 2 hours today, no matter what. Then read the article below.

[Anish Jaitwar @AnishJaitwar]

Sam Altman (CEO of OpenAI):

"You no longer need to write prompts."

In just 38 minutes, he explains how to use ChatGPT at a level that most people can't even imagine.

It's a talk he gave to Stanford students. A friend sent me the recording last night.

After watching it, I realized I was only taking advantage of about 15% of what this tool can really do.

Watch it in full and then read the guide I leave below on how to create a system that prompts itself.

Follow @AnishJaitwar for more

[Borsa Mühendisi @borsamuhendisim]

🚨ZENGİN OLMAK İSTEYENLERE SESLENİYORUM

Çoğu insanın bilmediği bir sır var Oyun teorisi.

Başarılı insanlar bu yüzden kazanıyor. Diğerleri hayat boyu ortalama kalıyor.

Kaydet. Bu derse 1 saatini ayır.

İzledikten sonra bana teşekkür edeceksin.

[Mario ZNA @MarioBojic]

🚨🇩🇪Video of German Chancellor Friedrich Merz speaking out against mass migration in Germany has just resurfaced.

20 years ago, Merz argued that mass migration was Germany's biggest problem.

Today, this same man arrests people for expressing the same views he once held.

[Western Lensman @WesternLensman]

Francesca Hong, 2020: Cancel Thanksgiving.

Hong, Two Days Ago: Thanksgiving is a time that's incredibly painful for many people in our communities.

Hong, Today: My favorite holiday is Thanksgiving. I love it.

[MIKE @mikenevermiss]

Anthropic Engineer:

“the biggest mistake in AI right now is people are building graphs and loops without a self-improving eval agent.

we made that mistake at anthropic.

it cost us two years.”

here’s how they built what solved it:

step 1 → take 50 real user prompts and run your agent.

if it passes 80%+, your eval is too easy.

the sweet spot is around 50%.

step 2 → every failed run becomes a transcript.

feed it to haiku:

“what went wrong?”

your eval set keeps growing on its own.

step 3 → score two things:

the right answer and the right path.

a right answer with the wrong path will break later.

step 4 → when a new model drops, run the same eval again.

one model looked 9% better.

but 6% of that gain came from hiding a bug.

the transcript caught it. the dashboard didn’t.

step 5 → plug your evals into ci.

no green evals = no deploy.

that’s how the system keeps improving itself.

99% of people never build this.

but it pays for itself on day one.

save this and build it today.

[ERROR 401 @no_username_id]

@GarryLock777 @RealCryptoFace okey bro good for you, good luck

[Anatoli Kopadze @AnatoliKopadze]

Anthropic engineer:

"You don't need better prompts. You need graph engineering that makes agents remember everything."

In 25 minutes he shows how engineers at Anthropic wire agents into a graph where each has a job, they run in parallel, verify each other, and share a memory that never resets.

This beats any paid course on building agents I've seen.

Watch it, then read the full guide on graph engineering below.

[Ezra Levant 🍁🚛 @ezralevant]

This is an elected political leader in Canada.

[AYi @AYi_AInotes]

我翻完梁文锋26岁写的微博才明白DeepSeek的成功，跟技术路线半毛钱关系都没有。

梁文锋26岁那年,一个人开着菲亚特进了西藏阿里无人区。

深入400公里，
被困了一周，
人走出来了，
车永远留在了那里。

12年后他做了DeepSeek，
你要是读过这个故事,就一点都不意外。

2011年底,他开一辆破菲亚特去西藏，
同行的人到了拉萨玩完就飞回去了，
他没回。

一个人继续往西,羊卓雍措,珠峰,希夏邦马,一直扎进阿里无人区400公里。

用的是入门级尼康D50,套头，
但他能等大半天就为了一束光，
拍出来的照片像专业摄影师的。

配文写的是"风萧萧兮易水寒",写的是"古道西风瘦马",写的是"一骑走天下"。

最后一条微博:
被困无人区一个星期，所幸我出来了。但我的菲亚特没有出来。它永远地留在了那片漫无边际的高山草原。That's the END。

就这么个事，
我们回头看DeepSeek,全是同一个人的同一个打法。

别人到拉萨就回去了，
他一个人再往里走400公里。
像不像现在?
大家都在做应用、做商业化、做能快速变现的事情，
他一个人往里走,做基础模型,做AGI,很长时间都不融资,不社交,不出来参加各种大会。

入门级相机,但等半天光线,拍到最好，
像不像DeepSeek?
不堆资源,不烧钱,但把效率做到极致,用别人十分之一的成本做出匹敌的东西。

车扔在无人区了,人走出来了,写一句That's the END。

像不像他的风格?
敢赌,敢输,输了认,然后继续走。

开源就开源,被制裁就被制裁,模型放出去就放出去,车没了但人出来了,下一趟再来。

所有人都在分析DeepSeek的技术路线、成本结构、国运加持，
但你看看这个人26岁干的事,答案全在那。

一个敢独自把车开进无人区400公里的人,他做公司就不会跟在别人后面。

一个把车扔在高原走出来还能写That's the END的人,他不会在乎短期股价和融资新闻。

一个用入门相机等半天光线的人,他做模型就会把每一分算力都榨干。

所以这些都不是什么商业策略，
这就是一个人的性格，
DeepSeek不是一份商业计划书的结果，
是一个人的本性,在12年后,自然长出来的东西。

那个在无人区里走了一周的年轻人,和那个把全球AI行业搅翻天的人,是同一个人，一直以来都是。

[More Births @MoreBirths]

An extraordinary graphic showing what will happen in Poland if fertility rates simply stay where they are. Most of the developed world is on a trajectory of population collapse similar to this.

Nothing matters more than turning around birthrate decline.

[Megatron @Megatron_ron]

NEW: 🇷🇺 Russia’s first 100% domestic-made, serial-produced MC-21 takes to the skies

0 Western parts.

163–211 passengers.